Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023)

Alan Said; Eva Zangerle; Christine Bauer

doi:10.1145/3604915.3608748

Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023)

Alan Said, Eva Zangerle, Christine Bauer

Artificial Intelligence and Human Interfaces

Publikation: Beitrag in Buch/Bericht/Konferenzband/Gesetzeskommentar › Konferenzbeitrag

Abstract

Evaluation is important when developing and deploying recommender systems. The PERSPECTIVES workshop sheds light on the different, potentially diverging or contradictory perspectives on the evaluation of recommender systems. Building on the discussions and outcomes of the PERSPECTIVES workshops held at RecSys 2021 and 2022, the third edition of the PERSPECTIVES workshop held at RecSys 2023 brought together researchers and practitioners from academia and industry to reflect on the evaluation of recommender systems critically. The workshop featured a keynote and focused on the interactive part with discussions in small groups and the plenum. We discussed problems and lessons learned, encouraged the exchange of the many perspectives on evaluation, and aimed to move the discourse forward within the community.

Originalsprache	Englisch
Titel	Proceedings of the 17th ACM Conference on Recommender Systems
Herausgeber (Verlag)	Association for Computing Machinery (ACM)
Seiten	1221-1222
Seitenumfang	2
ISBN (elektronisch)	9798400702419
DOIs	https://doi.org/10.1145/3604915.3608748
Publikationsstatus	Veröffentlicht - 14 Sept. 2023
Veranstaltung	17th ACM Conference on Recommender Systems - Singapore, Singapur Dauer: 18 Sept. 2023 → 22 Sept. 2023 Konferenznummer: 17

Publikationsreihe

Name	Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023

Konferenz

Konferenz	17th ACM Conference on Recommender Systems
Kurztitel	RecSys 2023
Land/Gebiet	Singapur
Ort	Singapore
Zeitraum	18/09/23 → 22/09/23

Bibliographische Notiz

Publisher Copyright:
© 2023 Owner/Author.

Systematik der Wissenschaftszweige 2012

102 Informatik

Zugriff auf Dokument

10.1145/3604915.3608748Lizenz: CC BY-NC-ND

Andere Dateien und Links

Verknüpfung zur Publikation in Scopus

1 Laufend

EXDIGIT: Excellence in Digital Sciences and Interdisciplinary Technologies
Horejs-Höck, J. (Projektleitung), Hüsing, N. (Projektleitung), Tscheligi, M. (Projektmitarbeiter/in), Bauer, C. (Projektmitarbeiter/in), Demir, C. (Projektmitarbeiter/in), Dong, Y. (Projektmitarbeiter/in), Faria Costa, J. (Projektmitarbeiter/in), Graf, F. (Projektmitarbeiter/in), Grilnberger, M. (Projektmitarbeiter/in), Hannibal, G. (Projektmitarbeiter/in), Katzlberger, D. (Projektmitarbeiter/in), Leschke, N. C. (Projektmitarbeiter/in), Linortner, M. (Projektmitarbeiter/in), Maislinger, L. (Projektmitarbeiter/in), Mocnik, F.-B. (Projektmitarbeiter/in), Pallas, F. (Projektmitarbeiter/in), Unterberger, E. (Projektmitarbeiter/in), Williams, M. C. (Projektmitarbeiter/in), Zimmermann, G. (Projektmitarbeiter/in), Carrozzo, A. E. (Projektmitarbeiter/in), Mehran, N. (Projektmitarbeiter/in) & Dabiri, Z. (Projektmitarbeiter/in)
1/04/22 → 31/03/28
Projekt: Forschung

1 Sammelband
1 Artikel
1 Leitartikel

Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation
Bauer, C., Said, A. & Zangerle, E., 7 März 2024, in: ACM Transactions on Recommender Systems. 2, 1, 5 S., 1.
Publikation: Beitrag in Fachzeitschrift › Leitartikel

Open Access
Report on the 3rd Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023) at RecSys 2023
Said, A., Zangerle, E. & Bauer, C., 2024, in: SIGIR Forum. 57, 2, 4 S., 18.
Publikation: Beitrag in Fachzeitschrift › Artikel

Open Access
Proceedings of the Perspectives on the Evaluation of Recommender Systems Workshop 2023: co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023)
Said, A. (Redakteur/in), Zangerle, E. (Redakteur/in) & Bauer, C. (Redakteur/in), Sept. 2023, Aachen, Germany: CEUR-WS.org.
Publikation: Buch/Bericht/Gesetzeskommentar › Sammelband › Forschung

Open Access

1 Organisation einer Veranstaltung
1 Herausgeber/innen Tätigkeit

3rd Workshop: Perspectives on the Evaluation of Recommender Systems
Said, A. (Organisator/in), Zangerle, E. (Organisator/in) & Bauer, C. (Organisator/in)
19 Sept. 2023
Aktivität: Mitwirkung an und Organisation einer Veranstaltung › Organisation einer Veranstaltung
ACM Transactions on Recommender Systems (Fachzeitschrift)
Bauer, C. (Redaktionelle Mitarbeit), Zangerle, E. (Redaktionelle Mitarbeit) & Said, A. (Redaktionelle Mitarbeit)
Apr. 2022 → März 2024
Aktivität: Peer-review von Publikationen und Herausgeber/innen Tätigkeiten › Herausgeber/innen Tätigkeit

Datei

Dieses zitieren

Said, A., Zangerle, E., & Bauer, C. (2023). Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023). in Proceedings of the 17th ACM Conference on Recommender Systems (S. 1221-1222). (Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023). Association for Computing Machinery (ACM). https://doi.org/10.1145/3604915.3608748

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Said, A, Zangerle, E & Bauer, C 2023, Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023). in Proceedings of the 17th ACM Conference on Recommender Systems. Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Association for Computing Machinery (ACM), S. 1221-1222, 17th ACM Conference on Recommender Systems, Singapore, Singapur, 18/09/23. https://doi.org/10.1145/3604915.3608748

Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023). / Said, Alan; Zangerle, Eva; Bauer, Christine.
Proceedings of the 17th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), 2023. S. 1221-1222 (Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023).

Publikation: Beitrag in Buch/Bericht/Konferenzband/Gesetzeskommentar › Konferenzbeitrag

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AB - Evaluation is important when developing and deploying recommender systems. The PERSPECTIVES workshop sheds light on the different, potentially diverging or contradictory perspectives on the evaluation of recommender systems. Building on the discussions and outcomes of the PERSPECTIVES workshops held at RecSys 2021 and 2022, the third edition of the PERSPECTIVES workshop held at RecSys 2023 brought together researchers and practitioners from academia and industry to reflect on the evaluation of recommender systems critically. The workshop featured a keynote and focused on the interactive part with discussions in small groups and the plenum. We discussed problems and lessons learned, encouraged the exchange of the many perspectives on evaluation, and aimed to move the discourse forward within the community.

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Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023)

Abstract

Publikationsreihe

Konferenz

Bibliographische Notiz

Systematik der Wissenschaftszweige 2012

Zugriff auf Dokument

Andere Dateien und Links

Projekte

EXDIGIT: Excellence in Digital Sciences and Interdisciplinary Technologies

Publikationen

Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation

Report on the 3rd Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023) at RecSys 2023

Proceedings of the Perspectives on the Evaluation of Recommender Systems Workshop 2023: co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023)

Aktivitäten

3rd Workshop: Perspectives on the Evaluation of Recommender Systems

ACM Transactions on Recommender Systems (Fachzeitschrift)

Dieses zitieren